Jiaming Zeng, Berk Ustun, and Cynthia Rudin. - This paper won the 2015 Undergraduate Statistics Research Project Competition (USRESP) sponsored by the American Statistical Association (ASA) and the Consortium for Advancement of Undergraduate Statistics Education (CAUSE).

Benjamin Letham, Cynthia Rudin, Tyler McCormick and David Madigan -Winner of Data Mining Best Student Paper Award, INFORMS 2013.-Winner of Statistical Learning and Data Mining Student Paper Competition, American Statistical Association, 2014.
Shorter versions of this have appeared in the AAAI 2013 late breaking track, and at the KDD 2014 workshop on Data Science for Social Good.

Seyda Ertekin, Cynthia Rudin, Haym Hirsh.
Shorter versions of this have appeared at the NIPS Workshop on Computational Social Science and the Wisdom of Crowds (paper, bib, Haym's Slides), and Collective Intelligence (paper and bib)

Cynthia Rudin, Ingrid Daubechies, Robert E. Schapire.- Solved well-known open theoretical problem as to whether AdaBoost attains maximum margins.
Shorter version: On the Dynamics of Boosting, NIPS 2003, does not contain the main result from the JMLR paper (bib)